lowered daily epected consumption

app.py

@@ -19,9 +19,6 @@ LIGHTS_1BR = 5
 LIGHTS_2BR = 12
 LIGHT_POWER = 6  # Watts per light
 
-# Non-kitchen appliance consumption
-APPLIANCES = (300 * 24 * 30) + (300 * 6 * 30)  # kWh/month
-
 
 def initialize_session_state():
     """Initialize session state variables"""
@@ -45,14 +42,17 @@ def calculate_lighting_consumption(occupancy_1br: float, occupancy_2br: float) -
     ) * 6  # 6 hours per day
 
 
+# assuming that 1br average usage is 250wh and for a 2br is 400wh
+
+
 def calculate_appliance_consumption(
     occupancy_1br: float, occupancy_2br: float
 ) -> float:
-    """Calculate daily appliance consumption"""
+    """Calculate daily appliance consumption by subtracting the lighting usage from the average total consumption for each house type"""
     return (
-        occupancy_1br * ONE_BR_UNITS * (250 - (LIGHTS_1BR * LIGHT_POWER * 6 / 1000))
+        occupancy_1br * ONE_BR_UNITS * (1.7 - (LIGHTS_1BR * LIGHT_POWER * 6 / 1000))
     ) + (
-        occupancy_2br * TWO_BR_UNITS * (400 - (LIGHTS_2BR * LIGHT_POWER * 6 / 1000))
+        occupancy_2br * TWO_BR_UNITS * (3 - (LIGHTS_2BR * LIGHT_POWER * 6 / 1000))
     )  # Daily kWh
 
 
@@ -504,7 +504,7 @@ def main():
                 
                 **Savings Calculation:**
                 - Grid Price: {st.session_state.grid_price} Ksh/kWh
-                - Monthly Savings = (Total Consumption × Grid Price) - (Grid Purchased × Grid Price)
+                - Monthly Savings =(Total Consumption - Common Area) × Grid Price
                 - Payback Period = Total Investment / Annual Savings
                 
                 **Filtered Scenario Data:**